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André S. Fialho
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2010 – 2019
- 2016
- [j5]André S. Fialho, Susana M. Vieira
, Uzay Kaymak
, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
:
Mortality prediction of septic shock patients using probabilistic fuzzy systems. Appl. Soft Comput. 42: 194-203 (2016) - 2013
- [j4]Federico Cismondi, André S. Fialho, Susana M. Vieira
, Shane R. Reti, João Miguel da Costa Sousa
, Stan N. Finkelstein:
Missing data in medical databases: Impute, delete or classify? Artif. Intell. Medicine 58(1): 63-72 (2013) - [j3]Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira
, Shane R. Reti, João M. C. Sousa
, Stan N. Finkelstein:
Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics 82(5): 345-358 (2013) - [c11]André S. Fialho, Uzay Kaymak
, Federico Cismondi, Susana Margarida Vieira
, Shane R. Reti, João M. C. Sousa
, Stan N. Finkelstein:
Predicting intensive care unit readmissions using probabilistic fuzzy systems. FUZZ-IEEE 2013: 1-7 - [c10]Jose M. Rodrigues, André S. Fialho, Susana M. Vieira
, Luís F. Mendonça
, João M. C. Sousa
:
Data mining and modeling to predict the necessity of vasopressors for ICU patients. FUZZ-IEEE 2013: 1-6 - [c9]Susana M. Vieira
, João Paulo Carvalho
, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
:
A decision support system for ICU readmissions prevention. IFSA/NAFIPS 2013: 251-256 - 2012
- [j2]Federico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira
, Shane R. Reti, João Miguel da Costa Sousa
, Stan N. Finkelstein:
Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients. Expert Syst. Appl. 39(16): 12332-12339 (2012) - [j1]André S. Fialho, Federico Cismondi, Susana M. Vieira
, Shane R. Reti, João M. C. Sousa
, Stan N. Finkelstein:
Data mining using clinical physiology at discharge to predict ICU readmissions. Expert Syst. Appl. 39(18): 13158-13165 (2012) - [c8]André S. Fialho, Uzay Kaymak
, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira
, Shane R. Reti, João M. C. Sousa
, Stan N. Finkelstein:
Probabilistic fuzzy prediction of mortality in intensive care units. FUZZ-IEEE 2012: 1-8 - [c7]Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira
, James E. Gray, Shane R. Reti, João M. C. Sousa
, Stan N. Finkelstein:
ANN validation system for ICU neonatal data. IJCNN 2012: 1-4 - [c6]Pieter Van Gorp
, Marco Comuzzi
, André S. Fialho, Uzay Kaymak
:
Addressing health information privacy with a novel cloud-based PHR system architecture. SMC 2012: 1841-1846 - 2011
- [c5]Federico Cismondi, André S. Fialho, Susana M. Vieira
, João M. C. Sousa
, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein:
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. CIDM 2011: 224-231 - [c4]Federico Cismondi, André S. Fialho, Susana M. Vieira
, João M. C. Sousa
, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein:
Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE 2011: 2096-2103 - [c3]André S. Fialho, Federico Cismondi, Susana M. Vieira
, João M. C. Sousa
, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein:
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE 2011: 2296-2303 - [c2]Ruben D. M. A. Pereira, André S. Fialho, Federico Cismondi, Susana M. Vieira
, João M. C. Sousa
, Rui Jorge Almeida, Uzay Kaymak
, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein:
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification. FUZZ-IEEE 2011: 2507-2512 - 2010
- [c1]André S. Fialho, Federico Cismondi, Susana M. Vieira
, João Miguel da Costa Sousa
, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein:
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques. IPMU (2) 2010: 65-74
Coauthor Index
aka: João M. C. Sousa
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